SkillsFuture Data Science Course

Why Singapore Professionals Are Adding Data Science to Their Skillset

According to the Singapore Fintech Talent Report 2025, which surveyed more than 1,000 professionals and interviewed 14 senior leaders, AI adoption in the fintech sector is driving sharp demand for specialist roles, including AI engineers, data scientists, and machine learning professionals.
As a SkillsFuture-eligible course, it gives Singapore professionals a structured, subsidised path to build skills that are directly applicable at work. Completing the course positions you to pursue roles such as:

• Data Scientist: Analyse complex datasets and build predictive models that inform business strategy and product decisions.
• Data Analyst: Translate raw data into clear insights using Python, statistical methods, and visualisation tools.
• Machine Learning Engineer: Design, train, and deploy machine learning models that power intelligent applications and automated workflows.
• AI Specialist: Apply AI techniques across business functions, from classification tasks to model optimisation and evaluation.

Build Data Science Skills with Vertical Institute

Vertical Institute’s Data Science and AI course is designed for professionals who want structured, practical training that translates directly to the workplace. Across seven modules, you will progress from Python fundamentals to building, evaluating, and optimising machine learning models, with AI integrated throughout the curriculum.

• Hands-on from day one – Work with real-world datasets using industry-standard tools, including Python, NumPy, Pandas, Matplotlib, Seaborn, and Scikit-Learn.
  
• AI integrated throughout – Learn how to use OpenAI to generate and debug Python code, and apply supervised learning techniques to solve classification and regression problems.
• Beginner-friendly, professionally relevant – No prior background in data science or coding is required. The course is structured for working professionals and moves at a pace that builds confidence alongside competence.

Who Should Join the SkillsFuture Data Science Course

What You’ll Learn in the SkillsFuture Data Science Course

By the end of the course, you will be able to:

• Learn how to work with data using Python — Use NumPy and Pandas to organise and analyse datasets, and Matplotlib and Seaborn to turn numbers into clear, readable charts.
• Build AI and machine learning models — Create models that make predictions and sort data into categories using beginner-friendly tools like Scikit-Learn.
• Test and improve your models — Check if your model is performing well and adjust it to get more accurate results.
• Learn how to analyse and interpret data — Clean messy data, spot patterns, and draw conclusions that help answer real business questions.

Why Choose Vertical Institute?

🌱 Beginner-Friendly

Courses support newcomers with no prior background and build essential tech skills from the start.

👨‍💻 Hands-On Learning

Lessons focus on applied work with industry tools and project-based tasks.

🧑‍🎓 Professional Certificate

Achieve an accredited and recognised certification in Singapore upon finishing the course.

💻 Expert-led Learning

Led by industry professionals, our courses offer practical skills and real-world knowledge through expert lectures, engaging discussions, and project-based learning.

📚 Lifetime Access to Learning Materials

Revisit lessons, examples, and resources anytime to refresh your skills and stay up to date.

💬 Out of Class Support

Learners receive added guidance from instructors and teaching assistants outside scheduled sessions.

What Our Students Say About Vertical Institute

Explore our Alumni Success Stories to see how Vertical Institute’s courses enriched their skills and boosted their careers.

FAQs About the SkillsFuture Data Science Course